ube4b · Fully connected
reference_ube4b_fc_plm_randomf0_20261104-174841
Metrics
| Set | mse | pearsonr | spearmanr | r2 | above_wt_n | above_wt_spearmanr | budget_to_max | hit_rate_at_10 | mean_at_10 | max_at_10 | precision_at_10 | tie_share_at_10 | captured_at_10 | hit_rate_at_50 | mean_at_50 | max_at_50 | precision_at_50 | tie_share_at_50 | captured_at_50 | hit_rate_at_100 | mean_at_100 | max_at_100 | precision_at_100 | tie_share_at_100 | captured_at_100 | hit_rate_at_1pct | mean_at_1pct | max_at_1pct | precision_at_1pct | tie_share_at_1pct | captured_at_1pct |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| train | 2.0414 | 0.6834 | 0.6482 | 0.4650 | 12442.0000 | 0.4651 | 1.0000 | 1.0000 | 6.3605 | 9.1845 | 0.3000 | 0.0000 | 0.8333 | 1.0000 | 5.3121 | 9.1845 | 0.3200 | 0.0000 | 0.8400 | 1.0000 | 5.0130 | 9.1845 | 0.3600 | 0.0000 | 0.8574 | 0.9949 | 3.9423 | 9.1845 | 0.5593 | 0.0000 | 0.8854 |
| validation | 2.1221 | 0.6636 | 0.6238 | 0.4398 | 4135.0000 | 0.4485 | 198.0000 | 1.0000 | 5.2502 | 6.5758 | 0.1000 | 0.0000 | 0.8240 | 1.0000 | 4.3326 | 6.5758 | 0.3800 | 0.0000 | 0.8059 | 1.0000 | 4.1223 | 6.5758 | 0.4500 | 0.0000 | 0.8403 | 0.9898 | 3.8906 | 6.5758 | 0.5431 | 0.0000 | 0.8797 |
| test | 2.1334 | 0.6557 | 0.6200 | 0.4293 | 4174.0000 | 0.4179 | 27.0000 | 1.0000 | 4.9162 | 7.8259 | 0.1000 | 0.0000 | 0.7491 | 1.0000 | 4.7802 | 8.6246 | 0.4000 | 0.0000 | 0.8585 | 1.0000 | 4.4323 | 8.6246 | 0.5100 | 0.0000 | 0.8848 | 0.9898 | 3.8043 | 8.6246 | 0.5787 | 0.0000 | 0.8653 |
Loss per epoch
training
validation
Config
name: reference_ube4b_fc_plm_randomf0 task: dms data: dataset: ube4b encoding: one_hot,aa_index,plm,plm_sum split_dir: null split_scheme: random split_fold: 0 model: name: fcn hidden: - 100 - 100 - 100 dropout: 0.2 train: epochs: 300 batch_size: 64 learning_rate: 0.0001 patience: 15 min_delta: 1.0e-05 seed: 7